| Description |
1 volume (various pagings) : illustrations ; 24 cm + 1 CD-ROM (4 3/4 in.) |
| Contents |
Pt. I. Data Mining Fundamentals -- Ch. 1. Data Mining: A First View -- Ch. 2. Data Mining: A Closer Look -- Ch. 3. Basic Data Mining Techniques -- Ch. 4. An Excel-Based Data Mining Tool -- Pt. II. Tools for Knowledge Discovery -- Ch. 5. Knowledge Discovery in Databases -- Ch. 6. The Data Warehouse -- Ch. 7. Formal Evaluation Techniques -- Pt. III. Advanced Data Mining Techniques -- Ch. 8. Neural Networks -- Ch. 9. Building Neural Networks with iDA -- Ch. 10. Statistical Techniques -- Ch. 11. Specialized Techniques -- Pt. IV. Intelligent Systems -- Ch. 12. Rule-Based Systems -- Ch. 13. Managing Uncertainty in Rule-Based Systems -- Ch. 14. Intelligent Agents -- App. A. The iDA Software -- App. B. Datasets for Data Mining -- App. C. Decision Tree Attribute Selection -- App. D. Statistics for Performance Evaluation -- App. E. Excel Pivot Tables: Office 97 |
| Bibliography |
Includes bibliographical references (page Bib/1-Bib/5) and index |
| Subject |
Data mining.
|
| Author |
Geatz, Michael.
|
| LC no. |
2002026262 |
| ISBN |
0201741288 paperback |
|
